The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the Edinburgh region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 44 45 27
Rank change year-on-year
+1 -18
Contract jobs citing Data Warehouse 27 51 69
As % of all contract IT jobs located in Edinburgh 2.97% 3.38% 4.78%
As % of the Database & Business Intelligence category 14.52% 16.50% 23.39%
Number of daily rates quoted 9 29 45
Median daily rate £388 £450 £380
Median daily rate % change year-on-year
-13.88% +18.42%
90% offered a daily rate of more than £345 £325 £350
10% offered a daily rate of more than £465 £500 £475
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.88 £25.44 £38.25
% change year-on-year
+56.74% -33.49%
Data Warehouse
Scotland

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Edinburgh region.

Database & Business Intelligence Category
Edinburgh
Contract IT job ads with a match in the
Database & Business Intelligence category
186 309 295
As % of all contract IT jobs located in Edinburgh 20.48% 20.45% 20.42%
Number of daily rates quoted 79 162 177
Median daily rate £375 £400 £375
Median daily rate % change year-on-year
-6.25% +6.66%
90% offered a daily rate of more than £300 £290 £300
10% offered a daily rate of more than £493 £513 £450
UK excluding London median daily rate £400 £387 £363
% change year-on-year
+3.35% +6.75%
Number of hourly rates quoted 6 2 0
Median hourly rate £52.00 £25.00 -
Median hourly rate % change year-on-year
+108.00% -
UK excluding London median hourly rate £38.00 £25.00 £33.50
% change year-on-year
+52.00% -25.37%

Data Warehouse
Jobs Demand Trend in Edinburgh

The demand trend of contract jobs across the Edinburgh region citing Data Warehouse as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in Edinburgh

Data Warehouse
Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Warehouse across the Edinburgh region.

Data Warehouse Daily Rate Trend in Edinburgh

Data Warehouse
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the Edinburgh region over the 3 months to 8 December 2016.

Data Warehouse Daily Rate Histogram in Edinburgh

Data Warehouse
Hourly Rate Trend in Edinburgh

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Warehouse across the Edinburgh region.

Data Warehouse Hourly Rate Trend in Edinburgh

Data Warehouse
Top 30 Related IT Skills in Edinburgh

For the 6 months to 8 December 2016, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Edinburgh region with a requirement for Data Warehouse.

1 38 (52.05%) SQL
2 31 (42.47%) ETL
2 31 (42.47%) Finance
3 24 (32.88%) Business Intelligence
4 21 (28.77%) Oracle
4 21 (28.77%) SQL Server
5 18 (24.66%) Data Modelling
6 16 (21.92%) Banking
7 14 (19.18%) SQL Server Integration Services
8 13 (17.81%) Agile Software Development
8 13 (17.81%) Migration
8 13 (17.81%) Stakeholder Management
9 12 (16.44%) Business Analysis
9 12 (16.44%) Microsoft
10 11 (15.07%) SAS
11 10 (13.70%) Teradata
11 10 (13.70%) SQL Server Reporting Services
12 9 (12.33%) Asset Management
12 9 (12.33%) Data Architecture
13 8 (10.96%) Data Analysis
13 8 (10.96%) PL/SQL
13 8 (10.96%) Informatica
14 7 (9.59%) Dimensional Modelling
14 7 (9.59%) Analytical Skills
15 6 (8.22%) Relational Database
15 6 (8.22%) Enterprise Data Warehouse
15 6 (8.22%) SQL Server 2012
15 6 (8.22%) Analytics
15 6 (8.22%) Data Migration
15 6 (8.22%) BusinessObjects

Data Warehouse
Top Related IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 11 (15.07%) SAS
2 5 (6.85%) SharePoint
3 2 (2.74%) Oracle SOA Suite
3 2 (2.74%) Oracle Workflow
3 2 (2.74%) SharePoint 2010
4 1 (1.37%) PowerExchange
Applications
1 5 (6.85%) MS Excel
2 1 (1.37%) MS PowerPoint
2 1 (1.37%) Spreadsheet
Business Applications
1 2 (2.74%) Cognos TM1
1 2 (2.74%) thinkFolio
Cloud Services
1 1 (1.37%) SaaS
Communications & Networking
1 4 (5.48%) LAN
2 3 (4.11%) Firewall
2 3 (4.11%) VLAN
2 3 (4.11%) VPN
2 3 (4.11%) WAN
3 1 (1.37%) Internet
3 1 (1.37%) SAN
3 1 (1.37%) Wi-Fi
3 1 (1.37%) WLAN
Database & Business Intelligence
1 21 (28.77%) SQL Server
2 14 (19.18%) SQL Server Integration Services
3 10 (13.70%) SQL Server Reporting Services
4 6 (8.22%) BusinessObjects
4 6 (8.22%) Enterprise Data Warehouse
4 6 (8.22%) Relational Database
4 6 (8.22%) SQL Server 2012
5 3 (4.11%) Big Data
5 3 (4.11%) Data Lake
5 3 (4.11%) Hadoop
5 3 (4.11%) Oracle BI EE
5 3 (4.11%) SQL Server 2008
5 3 (4.11%) SQL Server Analysis Services
6 2 (2.74%) BusinessObjects Web Intelligence
6 2 (2.74%) Data Mining
6 2 (2.74%) NoSQL
6 2 (2.74%) PowerCenter
6 2 (2.74%) QlikView
6 2 (2.74%) RDBMS
6 2 (2.74%) SAP Data Services
Development Applications
1 4 (5.48%) ERwin
2 2 (2.74%) Visual Studio
3 1 (1.37%) Cucumber
3 1 (1.37%) JIRA
3 1 (1.37%) Selenium
3 1 (1.37%) SQL Server Management Studio (SSMS)
3 1 (1.37%) Subversion
General
1 31 (42.47%) Finance
2 16 (21.92%) Banking
3 6 (8.22%) Retail
3 6 (8.22%) Retail Banking
4 2 (2.74%) Legal
5 1 (1.37%) Law
5 1 (1.37%) Wholesale Banking
Job Titles
1 29 (39.73%) Analyst
2 14 (19.18%) Developer
3 13 (17.81%) Architect
4 11 (15.07%) Business Intelligence Developer
4 11 (15.07%) Data Analyst
4 11 (15.07%) Data Architect
5 6 (8.22%) Data Warehouse Architect
5 6 (8.22%) SQL BI Developer
5 6 (8.22%) SQL Developer
5 6 (8.22%) Systems Analyst
6 5 (6.85%) Business Analyst
7 4 (5.48%) Applications Support
7 4 (5.48%) Data Business Analyst
7 4 (5.48%) Data Warehouse Analyst
7 4 (5.48%) Senior Analyst
7 4 (5.48%) SSIS Developer
8 3 (4.11%) Credit Analyst
8 3 (4.11%) ETL Analyst
8 3 (4.11%) Risk Analyst
8 3 (4.11%) Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (4.11%) HTML
2 2 (2.74%) .NET
2 2 (2.74%) HTML5
3 1 (1.37%) CSS
3 1 (1.37%) Middleware
3 1 (1.37%) PostGIS
Miscellaneous
1 7 (9.59%) Analytical Skills
2 5 (6.85%) Management Information System
3 4 (5.48%) Credit Risk
3 4 (5.48%) Data Integration
4 2 (2.74%) Data Structures
4 2 (2.74%) Enterprise Software
4 2 (2.74%) Mainframe
4 2 (2.74%) Reference Data
4 2 (2.74%) Visualisation
5 1 (1.37%) Data Extraction
5 1 (1.37%) Minimum Viable Product
5 1 (1.37%) Ontologies
5 1 (1.37%) Private Cloud
5 1 (1.37%) Statistics
Operating Systems
1 4 (5.48%) Windows
2 3 (4.11%) Windows Server
3 2 (2.74%) Unix
Processes & Methodologies
1 31 (42.47%) ETL
2 24 (32.88%) Business Intelligence
3 18 (24.66%) Data Modelling
4 13 (17.81%) Agile Software Development
4 13 (17.81%) Migration
4 13 (17.81%) Stakeholder Management
5 12 (16.44%) Business Analysis
6 9 (12.33%) Asset Management
6 9 (12.33%) Data Architecture
7 8 (10.96%) Data Analysis
8 7 (9.59%) Dimensional Modelling
9 6 (8.22%) Analytics
9 6 (8.22%) Data Migration
10 5 (6.85%) User Acceptance Testing
11 4 (5.48%) Data Governance
11 4 (5.48%) ETL Development
11 4 (5.48%) ITIL
11 4 (5.48%) Regulatory Compliance
11 4 (5.48%) System Testing
12 3 (4.11%) SOA
Programming Languages
1 38 (52.05%) SQL
2 8 (10.96%) PL/SQL
3 6 (8.22%) T-SQL
4 3 (4.11%) Java
4 3 (4.11%) Python
4 3 (4.11%) VBA
5 2 (2.74%) C
6 1 (1.37%) JavaScript
6 1 (1.37%) SAS Macro
Qualifications
1 4 (5.48%) Degree
2 1 (1.37%) Oracle Certification
Quality Assurance & Compliance
1 3 (4.11%) Data Quality
1 3 (4.11%) Disclosure Scotland
System Software
1 3 (4.11%) Active Directory
1 3 (4.11%) VMware ESX
1 3 (4.11%) VMware Infrastructure
Vendors
1 21 (28.77%) Oracle
2 12 (16.44%) Microsoft
3 10 (13.70%) Teradata
4 8 (10.96%) Informatica
5 4 (5.48%) Cognos
5 4 (5.48%) Tableau
6 3 (4.11%) CheckPoint
6 3 (4.11%) Cisco
6 3 (4.11%) Juniper
6 3 (4.11%) VMware
7 2 (2.74%) Charles River
7 2 (2.74%) Cloudera
7 2 (2.74%) IBM
7 2 (2.74%) Nintex
7 2 (2.74%) SAP
8 1 (1.37%) Ab Initio
8 1 (1.37%) CA
8 1 (1.37%) Pega
8 1 (1.37%) RedGate
8 1 (1.37%) Trillium
Edinburgh, Midlothian
Lorien Resourcing
Posted: 5 days ago